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Finite Newton Method for Lagrangian Support Vector Machine Classi cation
An implicit Lagrangian  formulation of a support vector machine classi er that led to a highly e ective iterative scheme  is solved here by a nite Newton method. The proposed method, which is extremely fast and ...
Survival-Time Classi cation of Breast Cancer Patients
The identi cation of breast cancer patients for whom chemother- apy could prolong survival time is treated here as a data mining prob- lem. This identi cation is achieved by clustering 253 breast cancer patients into ...
Chunking for Massive Nonlinear Kernel Classification
A chunking procedure  utilized in  for linear classifiers is proposed here for nonlinear kernel classification of massive datasets. A highly accurate algorithm based on nonlinear support vector machines that ...